[ECCV'24] Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging.
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Dec 3, 2024 - Python
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spectral-imaging
Here are 20 public repositories matching this topic...
🖼️ A tool for efficient processing of spectral images with Python.
python machine-learning geospatial-data spectral-analysis spectral-data multispectral-images gis-data hyperspectral-images spectral-imaging
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Dec 17, 2024 - Python
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography
python optimization matlab scientific-computing segmentation tomography imaging inverse-problems convex-optimization hyperspectral-imaging x-ray-imaging spectral-imaging spectral-tomography
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Apr 12, 2023 - MATLAB
semillero computer vision
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Aug 26, 2024 - Jupyter Notebook
This repository is the official PyTorch implementation of "Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images" (TCI 2021)
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Dec 11, 2021 - Python
JR2net: A Joint Representation and Recovery Network for Compressive Spectral Imaging
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May 18, 2024 - Python
This is a repository for georeferencing of pushbroom hyperspectral imagery and includes ray-intersection, orthorectification and a coregistration module (at dev stage).
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Oct 23, 2024 - Python
Neural network -based thermal excess correction for resolved asteroid spectral radiances in near-infrared
neural-network regression asteroids near-earth-objects 1d-cnn spectral-imaging near-infrared-spectroscopy
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Aug 2, 2023 - Python
JR2net: A Joint Representation and Recovery Network for Compressive Spectral Imaging
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Aug 20, 2023 - Python
A Spectral Ray tracer in Haskell
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Mar 2, 2022 - Haskell
Deep Low-Dimensional Spectral Image Representation For Compressive Spectral Reconstruction
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May 18, 2024 - Python
Code for applying hyperspectral data reduction in deep learning
machine-learning compression deep-learning pytorch data-reduction remote-sensing feature-extraction dimensionality-reduction segmentation convolutional-neural-network hyperspectral-imaging u-net x-ray-imaging spectral-imaging
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Apr 13, 2023 - Python
PoliBrush is a freely distributed, stand-alone software designed for teaching exploratory multivariate analysis in the frame of color RGB and spectral imaging. PoliBrush implements principal component analysis (PCA) as its core method.
pca spectroscopy principal-component-analysis chemometrics brushing analytical-chemistry hyperspectral-imaging spectral-imaging multivariate-image-analysis
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Jul 14, 2023
Simple viewer for spectral images supporting customizable image filtering pipelines
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Mar 18, 2022 - Python
Distributed multicomponent lineshape fitting routines and benchmarks for multidimensional spectroscopy and spectral imaging
band-structure feature-extraction high-performance-computing benchmarks materials-science materials-informatics lineshape condensed-matter-physics arpes photoemission lineshape-fitting spectral-imaging
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Jul 1, 2021 - Python
Presentation slides for an introduction on technical imaging of cultural heritage objects
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Feb 19, 2024
Field-Scale UAV-Based Multispectral Phenomics: Leveraging Machine Learning, Explainable AI, and Hybrid Feature Engi-neering for Enhancements in potato phenotyping
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Dec 8, 2024 - Python
Enhancing Water-Deficient Potato Plant Identification: Assessing Realistic Performance of Attention-Based Deep Neural Networks and Hyperspectral Imaging for Agricultural Applications
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Jul 12, 2024 - Python
Code for multi-channel tomographic reconstruction with Multi-Channel DART (MC-DART)
python scientific-computing segmentation multi-channel tomography imaging inverse-problems x-ray-imaging spectral-imaging spectral-tomography
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Apr 13, 2023 - Python
Design and capture compressive measurements with those compressive measurements classification in performed.
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Mar 3, 2022 - MATLAB
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